Mahantapas Kundu

Exploring Knowledge Distillation of a Deep Neural Network for Multi-Script identification

Multi-lingual script identification is a difficult task consisting of di...
02/20/2021 ∙ by Shuvayan Ghosh Dastidar, et al. ∙ 0 ∙ share

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A Skip-connected Multi-column Network for Isolated Handwritten Bangla Character and Digit recognition

Finding local invariant patterns in handwrit-ten characters and/or digit...
04/27/2020 ∙ by Animesh Singh, et al. ∙ 3 ∙ share

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A Genetic Algorithm based Kernel-size Selection Approach for a Multi-column Convolutional Neural Network

Deep neural network-based architectures give promising results in variou...
12/28/2019 ∙ by Animesh Singh, et al. ∙ 27 ∙ share

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Handwritten Isolated Bangla Compound Character Recognition: a new benchmark using a novel deep learning approach

In this work, a novel deep learning technique for the recognition of han...
02/02/2018 ∙ by Saikat Roy, et al. ∙ 0 ∙ share

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An Improved Feature Descriptor for Recognition of Handwritten Bangla Alphabet

Appropriate feature set for representation of pattern classes is one of ...
01/22/2015 ∙ by Nibaran Das, et al. ∙ 0 ∙ share

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A GA Based approach for selection of local features for recognition of handwritten Bangla numerals

Soft computing approaches are mainly designed to address the real world ...
01/22/2015 ∙ by Nibaran Das, et al. ∙ 0 ∙ share

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Design of a novel convex hull based feature set for recognition of isolated handwritten Roman numerals

In this paper, convex hull based features are used for recognition of is...
01/22/2015 ∙ by Nibaran Das, et al. ∙ 0 ∙ share

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A two-pass fuzzy-geno approach to pattern classification

The work presents an extension of the fuzzy approach to 2-D shape recogn...
10/15/2014 ∙ by Subhadip Basu, et al. ∙ 0 ∙ share

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Recognition of Handwritten Bangla Basic Characters and Digits using Convex Hull based Feature Set

In dealing with the problem of recognition of handwritten character patt...
10/02/2014 ∙ by Nibaran Das, et al. ∙ 0 ∙ share

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Human Face Recognition using Gabor based Kernel Entropy Component Analysis

In this paper, we present a novel Gabor wavelet based Kernel Entropy Com...
12/05/2013 ∙ by Arindam Kar, et al. ∙ 0 ∙ share

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A Face Recognition approach based on entropy estimate of the nonlinear DCT features in the Logarithm Domain together with Kernel Entropy Component Analysis

This paper exploits the feature extraction capabilities of the discrete ...
12/05/2013 ∙ by Arindam Kar, et al. ∙ 0 ∙ share

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High Performance Human Face Recognition using Gabor based Pseudo Hidden Markov Model

This paper introduces a novel methodology that combines the multi-resolu...
12/05/2013 ∙ by Arindam Kar, et al. ∙ 0 ∙ share

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A Gabor block based Kernel Discriminative Common Vector (KDCV) approach using cosine kernels for Human Face Recognition

In this paper a nonlinear Gabor Wavelet Transform (GWT) discriminant fea...
12/05/2013 ∙ by Arindam Kar, et al. ∙ 0 ∙ share

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Face Recognition using Hough Peaks extracted from the significant blocks of the Gradient Image

This paper proposes a new technique for automatic face recognition using...
12/05/2013 ∙ by Arindam Kar, et al. ∙ 0 ∙ share

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An adaptive block based integrated LDP,GLCM,and Morphological features for Face Recognition

This paper proposes a technique for automatic face recognition using int...
12/05/2013 ∙ by Arindam Kar, et al. ∙ 0 ∙ share

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Handwritten Bangla Alphabet Recognition using an MLP Based Classifier

The work presented here involves the design of a Multi Layer Perceptron ...
03/05/2012 ∙ by Subhadip Basu, et al. ∙ 0 ∙ share

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An MLP based Approach for Recognition of Handwritten `Bangla' Numerals

The work presented here involves the design of a Multi Layer Perceptron ...
03/05/2012 ∙ by Subhadip Basu, et al. ∙ 0 ∙ share

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Segmentation of Offline Handwritten Bengali Script

Character segmentation has long been one of the most critical areas of o...
02/14/2012 ∙ by Subhadip Basu, et al. ∙ 0 ∙ share

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High Performance Human Face Recognition using Independent High Intensity Gabor Wavelet Responses: A Statistical Approach

In this paper, we present a technique by which high-intensity feature ve...
06/17/2011 ∙ by Arindam Kar, et al. ∙ 0 ∙ share

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Human Face Recognition using Line Features

In this work we investigate a novel approach to handle the challenges of...
07/05/2010 ∙ by Mrinal Kanti Bhowmik, et al. ∙ 0 ∙ share

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Classification of Log-Polar-Visual Eigenfaces using Multilayer Perceptron

In this paper we present a simple novel approach to tackle the challenge...
07/05/2010 ∙ by Mrinal Kanti Bhowmik, et al. ∙ 0 ∙ share

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Classification of fused face images using multilayer perceptron neural network

This paper presents a concept of image pixel fusion of visual and therma...
07/05/2010 ∙ by Debotosh Bhattacharjee, et al. ∙ 0 ∙ share

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Image Pixel Fusion for Human Face Recognition

In this paper we present a technique for fusion of optical and thermal f...
07/05/2010 ∙ by Mrinal Kanti Bhowmik, et al. ∙ 0 ∙ share

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Fusion of Daubechies Wavelet Coefficients for Human Face Recognition

In this paper fusion of visual and thermal images in wavelet transformed...
07/05/2010 ∙ by Mrinal Kanti Bhowmik, et al. ∙ 0 ∙ share

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Quotient Based Multiresolution Image Fusion of Thermal and Visual Images Using Daubechies Wavelet Transform for Human Face Recognition

This paper investigates the multiresolution level-1 and level-2 Quotient...
07/05/2010 ∙ by Mrinal Kanti Bhowmik, et al. ∙ 0 ∙ share

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Face Synthesis (FASY) System for Determining the Characteristics of a Face Image

This paper aims at determining the characteristics of a face image by ex...
07/05/2010 ∙ by Santanu Halder, et al. ∙ 0 ∙ share

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FPGA Based Assembling of Facial Components for Human Face Construction

This paper aims at VLSI realization for generation of a new face from te...
06/30/2010 ∙ by Santanu Halder, et al. ∙ 0 ∙ share

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Multiple Classifier Combination for Off-line Handwritten Devnagari Character Recognition

This work presents the application of weighted majority voting technique...
06/30/2010 ∙ by Sandhya Arora, et al. ∙ 0 ∙ share

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Classification of Polar-Thermal Eigenfaces using Multilayer Perceptron for Human Face Recognition

This paper presents a novel approach to handle the challenges of face re...
05/21/2010 ∙ by Mrinal Kanti Bhowmik, et al. ∙ 0 ∙ share

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Face Synthesis (FASY) System for Generation of a Face Image from Human Description

This paper aims at generating a new face based on the human like descrip...
05/21/2010 ∙ by Santanu Halder, et al. ∙ 0 ∙ share

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Combining Multiple Feature Extraction Techniques for Handwritten Devnagari Character Recognition

In this paper we present an OCR for Handwritten Devnagari Characters. Ba...
05/21/2010 ∙ by Sandhya Arora, et al. ∙ 0 ∙ share

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Binarizing Business Card Images for Mobile Devices

Business card images are of multiple natures as these often contain grap...
03/02/2010 ∙ by Ayatullah Faruk Mollah, et al. ∙ 0 ∙ share

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Text Region Extraction from Business Card Images for Mobile Devices

Designing a Business Card Reader (BCR) for mobile devices is a challenge...
03/02/2010 ∙ by Ayatullah Faruk Mollah, et al. ∙ 0 ∙ share

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Handwritten Bangla Basic and Compound character recognition using MLP and SVM classifier

A novel approach for recognition of handwritten compound Bangla characte...
02/22/2010 ∙ by Nibaran Das, et al. ∙ 0 ∙ share

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Mahantapas Kundu

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